Upload Date | May 09 2024 06:22 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.4.1 |
Model | iPhone 15 Pro Max |
Model ID | iPhone16,2 |
Motherboard | D84AP |
CPU Information | |
---|---|
Name | Apple A17 Pro |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.78 GHz |
Cluster 1 | 2 Cores |
Cluster 2 | 4 Cores |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 7.44 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1695
317.1 IPS |
|
Image Classification (F16)
|
100% |
2172
406.4 IPS |
|
Image Classification (I8)
|
99% |
2166
405.4 IPS |
|
Image Segmentation (F32)
|
100% |
883
14.8 IPS |
|
Image Segmentation (F16)
|
100% |
858
14.3 IPS |
|
Image Segmentation (I8)
|
100% |
850
14.2 IPS |
|
Pose Estimation (F32)
|
100% |
7351
8.90 IPS |
|
Pose Estimation (F16)
|
100% |
15840
19.2 IPS |
|
Pose Estimation (I8)
|
100% |
15885
19.2 IPS |
|
Object Detection (F32)
|
100% |
1629
121.6 IPS |
|
Object Detection (F16)
|
100% |
2255
168.3 IPS |
|
Object Detection (I8)
|
97% |
1631
121.7 IPS |
|
Face Detection (F32)
|
100% |
2814
33.5 IPS |
|
Face Detection (F16)
|
97% |
4726
56.2 IPS |
|
Face Detection (I8)
|
97% |
4701
55.9 IPS |
|
Depth Estimation (F32)
|
100% |
6153
47.7 IPS |
|
Depth Estimation (F16)
|
100% |
9622
74.6 IPS |
|
Depth Estimation (I8)
|
99% |
9560
74.1 IPS |
|
Style Transfer (F32)
|
100% |
20142
26.5 IPS |
|
Style Transfer (F16)
|
100% |
30019
39.5 IPS |
|
Style Transfer (I8)
|
100% |
30119
39.6 IPS |
|
Image Super-Resolution (F32)
|
100% |
4985
178.0 IPS |
|
Image Super-Resolution (F16)
|
100% |
6399
228.5 IPS |
|
Image Super-Resolution (I8)
|
100% |
6240
222.8 IPS |
|
Text Classification (F32)
|
100% |
2960
4.25 KIPS |
|
Text Classification (F16)
|
100% |
4824
6.93 KIPS |
|
Text Classification (I8)
|
96% |
4851
6.97 KIPS |
|
Machine Translation (F32)
|
100% |
1296
23.8 IPS |
|
Machine Translation (F16)
|
100% |
1576
29.0 IPS |
|
Machine Translation (I8)
|
99% |
1272
23.4 IPS |